System and method for sensing high-frequency vibrations

ABSTRACT

A system for reporting one or more events of interest in a structure, including an apparatus configured to be securely adhered to a surface of the structure, the apparatus having a flexible portion which conforms to a shape of the surface of the structure. The flexible portion containing a sensor to measure mechanical strain in the surface of the structure, and conductive traces to connect the sensor to electronics. The electronics to capture and buffer a signal output by the sensor, and a computational element to analyze the captured signal into a polynomial representing an event of interest. The system further including a wireless communication element to transmit the event of interest.

RELATED APPLICATIONS

The present application is a continuation of U.S. application Ser. No.16/735,659, filed on Jan. 6, 2020, issuing as U.S. Pat. No. 11,698,293on Jul. 11, 2023, which application is a continuation of U.S.application Ser. No. 15/608,965, filed on May 30, 2017, issued as U.S.Pat. No. 10,527,487, on Jan. 7, 2020, which claims priority to U.S.Provisional Patent Application No. 62/343,832 filed on May 31, 2016, allof which are incorporated by reference in their entirety.

FIELD

The present application relates to manufacturing and utilizinghigh-frequency vibration sensors applied to equipment, electronics tointerpret vibrations, software and methods to identify informationregarding vibration and methods to communicate vibration relatedinformation to devices physically removed from the equipment.

BACKGROUND

Detecting vibrations in sporting equipment is desired as it can providea wealth of information regarding the state of play. For instance, intennis and volleyball, rulings are made based on if the net was touchedor not; in cricket and baseball, batsmen can be ruled out if theytouched the ball with their bats etc.

Furthermore, as sports coaching becomes more technologically advanced,the ability to locate the impact of a ball on a bat is desirable inorder to instruct students how to improve their game.

Televised sports generate substantial revenues for broadcastingcompanies. These companies employ the services of multiple technologyproviders in order to provide more detailed information reading thestate of play and the players as to increase the appeal and excitementof their broadcast.

Multiple attempts in the prior art have been made to introduce vibrationsensors onto sports equipment. To date none of the approaches describedin the prior art have been implemented on the sports field. The reasonsfor this include high cost, impact robustness concerns, operationallifetime, intrusiveness to equipment and performance as well asinability to sense vibrations to the level of detail that enables thereduction of performance parameters.

Therefore, a technology would be desirable that is non-intrusive theequipment and player, has a long operational life, is robust to impact,is affordable, can sense vibration levels of concern and is able tocommunicate relevant information fast and accurately to remotereceivers.

BRIEF DESCRIPTION OF THE DRAWINGS

The description below refers to the accompanying drawings, of which:

FIG. 1 is a depiction of an exemplary layout of the sensing system on acricket bat;

FIG. 2 indicates the layers that make up the integrated sensing andartwork system;

FIG. 3 is an example of a sensing system architecture for detectingedges on cricket bats;

FIG. 4 is an example of basic process for operating the sensing systemand transmitting data according to an illustrative embodiment; and

FIGS. 5A and 5B depict an example of an impact trace and how criticalinformation and parameters are collected, analyzed and communicated.

DETAILED DESCRIPTION

The method and apparatus described here overcomes deficiencies in theprior art by integrating highly-sensitive, high-frequency, soft-polymervibrations sensors with the equipment. Furthermore, low-powerelectronics with the ability to capture and analyze specific signals ofconcern is utilized as to increase the operational lifetime of thesystem and decrease the number of recharge or battery changes per match.In one embodiment, high-frequency vibration data is captured and storedlocally on the equipment where user-defined code can analyze data andpick specific parameters of concern to send via the wirelesscommunications link to a receiver. The receiver is able to capture thedata and re-construct events of interest. This architecture will reducethe power and bandwidth requirements of the device while maintainingfunctionality and the ability to transmit and report parameters andincidents of interest.

In an illustrative embodiment a system for measuring and reportingvibrations in sporting equipment comprises a sensor arrangement that isintegrated into the decorative sticker of the equipment. Illustratively,the sticker includes piezo electric materials, which can bepiezoelectric polymers. The sampling rate of the sensor arrangement canbe up to and higher than 2 kHz and contact can be made with the materialvia conductive traces in the sticker. The conductive traces can beprinted as part of the sticker, and can be copper on polyamide.Illustratively, a method for measuring vibrations in sporting equipmentthat utilizes the sensor arrangement can include the steps ofintegrating the sensor arrangement into the decorative coating of theequipment, and moving the sporting equipment to generate sensor datathat is transmitted to an analyzing device.

In an embodiment, the sensor arrangement is interconnected to anelectronic component, and the interconnection can be by conductive inkprinted within the decorative coating. The electronic component can beco-encapsulated with the sensor arrangement in the decorative coating.Illustratively, the electronic component can include a wirelesstransmitting capability, and data is transmitted exclusively in responseto an event. The event can be determined by a preset threshold. Thesignal of the sensor arrangement can be monitored in a low-power modeuntil the event occurs, and high-frequency data can be acquired for apredetermined period in response to the event occurring. The highfrequency data can be analyzed by the electronic component and specificinformation regarding the data can be determined. The specificinformation can be transmitted exclusively via the wireless network.Illustratively, the sensor arrangement and the electronic component areconstructed and arranged to utilize minimum amounts of battery power forsensing, recording and transmitting data. In an embodiment, an analyzingarrangement allows reconstruction of the data traces at a receiving end.

In an illustrative embodiment, a method of sensing vibrations in sportsequipment that is integrated into the decorative coatings of theequipment comprises the steps of capturing vibration signals within asensor and circuitry integrated in the coatings, and transmitting thevibration signals as data via wireless data transfer in order tosynchronize the vibration data with optical sensor data. The opticalsensors can be ultra-motion cameras and/or can be integrated into ahandheld device or devices. The handheld device can be a mobile phonewith an integrated camera.

In an illustrative embodiment, a system and method for measuring andreporting vibrations in sporting equipment includes a sensor arrangementthat is integrated into the decorative sticker of the equipment.Illustratively, the sticker includes piezoelectric materials, such aspiezoelectric polymers (e.g. polyimide). The sampling rate of the sensorarrangement can be up to, and higher than, approximately 2 kHz.Electrical contact can be made with the material via conductive tracesin the sticker. The conductive traces are printed as part of thesticker, using, (e.g.) screen-printed conductive ink. Alternatively, theconductive traces can be copper on a polymer on polyamide. A method formeasuring vibrations in sporting equipment that utilizes theabove-described sensor arrangement can include integrating the sensorarrangement into the decorative coating of the equipment and applyingacceleration/deceleration to the sporting equipment to generate sensordata that is transmitted to an analyzing device. Illustratively, thesensor arrangement is interconnected to an electronic component and/orthe sensor arrangement and electronic component are interconnected by(e.g. conductive ink printed) traces within the decorative coating. Theelectronic component can be co-encapsulated with the sensor arrangementin the decorative coating and can include a wireless transmittingcapability. In exemplary embodiments data is transmitted exclusively inresponse to an event, and/or the event is determined by a pre-setthreshold. A signal of the sensor arrangement can be monitored in alow-power mode until the event occurs. Illustratively, high frequencydata is acquired for a predetermined period in response to the eventoccurring. The high frequency data can be analyzed by the electroniccomponent and specific information regarding the data is determined. Thespecific information can be transmitted exclusively via the wirelessnetwork. Illustratively, the sensor arrangement and the electroniccomponent are constructed and arranged to utilize minimum amounts ofbattery power for sensing, recording and transmitting data. In exemplaryembodiments, an analyzing arrangement allows reconstruction of the datatraces at a receiving end.

In another illustrative embodiment, a method of sensing vibrations insports equipment, which is integrated into the decorative coatings ofthe equipment, is provided. The method includes capturing vibrationsignals within a sensor and circuitry integrated in the coatings, andtransmitting the vibration signals as data via wireless data transfer inorder to utilize and/or store data on a separate device. Illustratively,the transmitted vibration data is synchronized with optical sensor data.The optical sensors are ultra-motion cameras. In an exemplaryembodiment, the optical sensors are integrated into handheld device ordevice, which can be a mobile phone or plurality of phones, each with anintegrated camera.

Sensing the vibrations generated in equipment has been suggestedpreviously in prior art. The utility of being able to detect if therewas contact between the equipment and the ball, the location of theimpact as well as the intensity of the impact is well known to thoseskilled in the art. However, the art is salient on methods that canperform this task in a manner such that the market will accept it andhence there are currently no products available to sense the vibrationson sports equipment.

To date, methods to detect vibrations in sport equipment have sufferedfrom the following deficiencies:

-   -   Low-frequency sensing. For instance, MEMS accelerometers are        only capable of sensing frequencies up to ˜2 kHz where a number        of impacts create signals at much higher frequencies.    -   Direct impact with the ball. A number of prior art descriptions        include placing sensors on the contact surface of the equipment.        This increases the probability of damaging the sensors and also        impair wear and tear.    -   Intrusive: Many sensing devices available in the market are        bulky and sold as “add-ons” to equipment, thereby impacting the        performance, weight and usefulness of the equipment.    -   Low battery life: Interrogating sensors and transmitting data        continuously places severe strain on battery life and thus        reduced useful operational life.    -   Delay in receiving/exporting data: Some devices log data that        has to be downloaded for review by physically connecting to        display devices. These devices cannot supply information in real        time, nor can they provide direct feedback on action as it        happens.

The method and apparatus disclosed here will overcome these deficienciesby combining a number of existing and available technologies in order tosolve the overall systems problem so that the application will finduptake in the market.

FIG. 1 illustrates one possible embodiment of the apparatus integratedinto a cricket bat. It is well understood by those skilled in the artthe this illustration and sport equipment is for general description ofthe method and apparatus and that different formats of the apparatus arepossible and that it is also possible to integrate the solution ondifferent types of bats, rackets, clubs and other equipment.

Ubiquitous to cricket bats and sports gear in general is logo andartwork that is applied to the equipment as one of the final steps inmanufacturing. This artwork performs the function of identifying themanufacturer, make and model of the bat as well as provide aesthetics toincentivize the purchase of the equipment. To date this artwork comes inthe form of a sticker that has a transparent polymer layer on which theartwork is printed. A double sided adhesive is applied to the printedside to complete the sticker. This sticker is supplied to thebat/equipment manufacturer who peels off the protective paper on theother side of the double sided adhesive and applies the sticker to thebat. The adhesive is designed to adhere to the bat/equipment for thelife of the equipment. The sticker is usually applied to a part of thebat/equipment that does not come into contact with other pieces ofequipment such as balls, further enhancing the lifetime of the artwork.This process allows artist to create all forms, shapes and artwork ofstickers that are applied to the bats and equipment. To date thesestickers have only performed a visual esthetic and identificationfunction and not a measurement function.

In FIG. 1 , bat 101 is removed from all artwork. Multi-functionalsticker 110 consists of not only artwork, but also of conductive traces111 that electrically connect to electrodes on vibration sensors 113.Vibration sensors 113 can be piezo electric ceramics such as PZT-5(A,H), PZT-4, piezo electric polymers such as PVDF, piezo resistivematerials such as silicone, or any other sensing material capable ofsensing vibration in frequencies higher than 2 kHz as known to thoseskilled in the art. These conductive traces can be screen printedconductive ink, copper etched traces on material such as polyamide orFR4 or other flexible materials as known to those skilled in the art.Conductive traces 111 can take on any form to allow flexibility in thedesign of the artwork as well as the layout and cut of the sticker asknown to those skilled in the art. This provides artists the opportunityto design and produce logos and artwork that have the desired form butmaintain the conductive function. Conductive tracks 111 allowsmulti-functional sticker 110 to conduct electric signals generated bysensor 113 in response to vibrations to sensing electronics 123.

FIG. 2 is a cutaway view of sports equipment and multi-functionalsticker 110, in the case of the bat in FIG. 1 , looking in the directionof the handle. The layers amalgamating to form multi-functional sticker110 of the equipment is shown. Equipment in the specific illustration isthe wood of bat 101. It should be obvious to those skilled in the artthat the equipment can be of a plurality of materials such as fiberglass, aluminum, titanium, fiber-reinforced plastics, wood, polymer,metal-ceramic composites, ceramics or any other material utilized in theequipment of different sports. Thin, double-sided, adhesive layer 33bonds multi-functional sticker 110 to bat 101. Adhesive layer 33 needsto be thin and stiff in order to transmit high frequency mechanicalvibrations efficiently to sensor 113. The other side of double sidedadhesive 33 is in contact with sticker di-electric layer 34, conductivetracks 111 and sensor 113. Di-electric layer can be of any electricallyinsulating material such as polyester, polyamide, fiber re-enforcedplastics etc. Adhesive 33, conductive tracks 111, sensor 113 anddi-electric 34 make up the sensing layer of multi-functional sicker1110. Adhesive gasket 36, multi-layer artwork 37 and sticker base 38make up the logo/artwork layer. This layer is produced just as currentlogo/artwork stickers today with a double sided adhesive 36 enclosingmulti-layer 37 artwork on one side and sticker base 38 on the other. Themanufacturing of logo/artwork layer is well known to those skilled inthe art. Printing conductive tracks 111 on di-electric layer 34 is alsowell known to those skilled in the art. We teach here the integration ofvibration sensor 113 with conductive traces 111 with logo/artwork andthe attachment of sensors to sporting equipment in such a manner thatmechanical vibrations are efficiently transmitted to vibration sensors,the signal of the vibration sensors are captured and transmitted toelectronics, sensors 113 and traces 111 that are sufficiently isolatedfrom the environment and that logo's and artwork can be placed onto thesensing layer without inhibiting the designer of such logo/artwork.Furthermore, the simplicity and non-intrusiveness of adding the sensinglayer will not interfere with the weight or balance of the bat in such away that it will make a difference to the player or operator of theequipment.

In the exemplary embodiment of FIG. 1 , sensing electronics 123 ishoused in bottom cover 124 that contains male pins that slide intomounting holes 112 cut into sticker 110. These mounting holes line uptraces 110 with electric connecting pads on electronics 123 so thatelectrical contact can be made between electronics 123 and sensors 113.This mounting technique allows for mechanical strain relief from theelectric contact point between the conductive traces and theelectronics. In certain embodiments it might be desired to mountelectronics 123 flash with the bat or equipment faces and mounting hole102 can be machined or otherwise mechanically created. Bottom cover 124fits into mounting hole 102 and can be mechanically secured by means ofadhesives, press fit, screws or any other mechanical fastening methodknown to those skilled in the art.

Electronics 123 is electrically connected to conductive traces 111 viaconnectors, conductive adhesives, crimp fits or any other method thatelectrically and mechanically join two conductive surfaces known tothose skilled in the art. Electronics 123 are affixed to bottom cover124 by crews, press fit, adhesives or any other method known to thoseskilled in the art. The mechanical fixing can happen before or afterelectronics 123 are electrically connected to conductive traces 111 aswill be appreciated by those skilled in the art. By the end of theprocess, electronics 123 is both electrically connected to conductivetraces 111 and affixed to bat 101.

As an example, electronics 123 are protected by top cover 122 that alsohouse battery 121 and battery cover 120. In this specific example easyaces to battery 121 is provided by battery cover 120 so that battery 121can be replaced very quickly when needed. As will be appreciated byanyone skilled in the art, the example of protection for electronics 123and the methods of integrating the battery are one of many possible waysto perform the task of protecting electronics 123 and supplying power toelectronics 123. For example, electronics can be integrated into sticker110 by means of flex-circuitry a method well-known to those skilled inthe art. Flex circuitry protects electronics 123 completely from allsides by mean of a polymer an adhesive process well known to thoseskilled in the art. Other protection mechanisms include potting theelectronics, integrating thermoset materials, and other mechanisms knownto those skilled in the art

Electric power to electronics 123 can also be provided in multiple waysas those skilled in the art will appreciate. For instance, battery 121can replaceable or be re-chargeable by means of a cord such as a USB ormicro-USB or any other ubiquitous power cord device. Wireless andcontactless power transfer methods known to those skilled in the art canalso be utilized to re-charge battery 121. The battery can also becompletely removed/remote from the electronics, and placed in the handlefor example. Depending on the technology of sensor 113, the electricenergy of the sensor can be used to recharge battery 121. Capturing andutilizing power generated by piezoelectric devices in response tovibration is well known to those skilled in the art. Sticker 110 canalso incorporate a solar cell to capture energy from light as is wellknown to those skilled in the art. A-Si thin film solar cells areparticularly well suited to recharge energy storage devices whenincorporated into flexible materials. Battery 121 can also be a supercapacitor or any other material capable of storing electric energy aswill be apparent to those skilled in the art.

To illustrate the working of the sensing system, the specific example ofutilizing piezoelectric polymer sensors in combination with printedconductive traces in a cricket bat will be used. As described abovethese are but one of many combinations and methods that can be utilizedto achieve the same objective: Capturing high frequency vibration datawithin sporting equipment. In FIG. 1 , sensors 113 generate electriccharge in response to mechanical strain. Therefore, when an object comesinto contact with bat 101, the mechanical vibrations generated by thisevent will manifest itself as a charge over the poles of sensors 113.Following in FIG. 1 and FIG. 3 , this charge is discharged in the formof current and voltage over the poles of the sensor and can be conductedvia conductive traces 111 to electronics 123. Electronics 123 canconsist of a low noise charge amplifier 41 that converts the generatedelectric charge of sensor 113 into a voltage trace free of ambient noiseas will be known to those skilled in the art. Charge amplifier 41 can beintegrated with electronics 123 or can be located closer to sensor 113in order to reduce the influence of external noise. When piezo sensorsare utilized, overvoltage protection to protect electronics 123, knownto those skilled in the art will also be utilized. The amplified voltagetrace from each sensor is then fed through an analog to digitalconverter to produce and digital representation of the voltage tracegenerated by the sensors, a ubiquitous process known to those skilled inthe art. This digital signal is then fed to a microprocessor that hasthe ability to perform a range of signal processing steps on the traceto identify events of concern. A modern microchip 42 combines Analog toDigital convertor (A/D) and computational power as well as sufficientinternal memory. It might be desirable to utilize external A/D's forhigher frequency sampling. Additional sensors 40 such as accelerometers,gyro meters, magnetometers, microphones, cameras or any other instrumentthat can provide additional information can optionally be connected tomicrochip 42 as will be grasped by those skilled in the art.Software/Firmware code 43 will instruct microchip 42 on how to access,store, record, manipulate and transmit data collected by the sensorarray. Microchip 42 can be equipped with wireless signal communicationsdevice 44 that can communicate information wirelessly from electronics123 to a third party receiver 46 located within range of thetransmitting electronics. Wireless communication receivers andtransceivers 44 and 45 can be of a multitude of industry standards knownto those skilled in the art, such as Bluetooth®, WiFi, Ultra-Wide BandWiFi, Zigby, laser etc. Signal communications device 44 can also be aseparate piece of hardware. Third party device 46 such as a computer ora handheld device is equipped or connected to a wireless communicationsmodule 45 to receive signals from and transmit to electronics 123 aswell as software or applications that can interpret and display theinformation transmitted from electronics 123. Third party device 46 canalso be equipped with an internal camera or connected to an externalcamera or series of cameras to enable the combination of visual datawith the vibration information supplied by electronics 123.Specifically, the camera of a handheld device that is capable of takinghigh-speed images such as the slow-motion (Slo-mo) function of an iPhonecamera can be used. For sporting events, third party device 46 can alsobe connected to the broadcaster of the event in order to deliver contentto the broadcaster or receive content in the form of audio, visual andother information from the broadcaster. A specific objective of thismethod and apparatus is to combine the images from ultra-motion camerasset up around a sports stadium and calibrating the output fromelectronics 123 with the feed of these cameras for entertainment andofficiating purposes. This entire process should be well known to thoseskilled in the art.

By way of non-limiting example, the following exemplary parametersand/or specifications are applicable to the system according to anillustrative embodiment:

-   -   1. Comparator: Between approximately 500 nanoAmps and 1 micro        amp always on        -   2. Microprocessor: In deep sleep, between approximately 5            and 10 micro Amps—always        -   3. Microprocessor: In operation, i.e. sampling data            approximately 1.5 to 5.5 milliAmps. Duration of operation:            0.1 to 4 milliseconds.        -   4. Accelerometer: 100 micro amps in slow/wait mode and            approximately 500 in data acquisition mode (0.1 to 4            milliseconds)        -   5. RF connection approximately 940 micro/1 milliAmp amps            during data transmission            whereby the device consumes approximate max 1+10+100=111            microAmp hours during sleep and the micro 111+5,500=˜6            milliAmps during operation of 4 milliseconds approximate            maximum. So that is 24e-6/3600=7 nanoAmps hours per use

The RF connection is approximately 1 milliAmp and can run approximately⅓rd of a second for 640 8-bit samples. This consumes approximately 330microAmp seconds or 0.1 microAmp hours per event. Sending 12 samplesinstead of 640 will consume approximately 17 nanoAmp hours per use

Therefore, a standard coin cell mounted within the device of ˜150 mAhwill:

-   -   1. Last ˜1,300 hours without operating    -   2. Can collect data and send it out at a high rate ˜1,400 times    -   3. Can collect data and send it out at a low rate for ˜6 million        times        Hence, where a player, on average, bats 3 hours per week and        makes contact with 200 balls, and has twice as many other        events, this arrangement provides and estimated 600 events plus        3 hour operation per week. Therefore, power consumption is        approximately 111 microAmp hours×3+600*(0.107 microAmp        hours)=175 microAmp hours per week or 380 weeks of playing in a        high-power mode. Alternatively, in low-power mode the device can        operate approximately 430 weeks. In most bat sports (e.g.        cricket) this time outlasts the useful life of the actual bat.

It is also desirable to provide the system with a power source that isoptimized for low weight, small footprint and long life. As discussedabove, batteries and ultra-capacitors of all forms and sizes withdifferent charging and replacement techniques can be utilized tooptimize performance. However, consuming less power while delivering thecontent rich vibration information to third party devices is a challengeand one that is specifically addressed by this method and apparatus. Byway of further example, the arrangement described herein can includerechargeable batteries as a power source. The battery technology usedherein can be highly variable—for example NiMH, Li-Poly, NiCd, hydrogenfuel cells, etc. Recharging technologies can include solar andlight-based, high-output photovoltaics, inductive charging, directconductor connections, etc.

To date, prior art dose not provide an adequate solution forcommunications between vibration sensors and third-party devices. Forinstance, prior art refers to WiFi or Bluetooth® communication withoutproviding any details of the process. Also, prior art is not specificwith regard to the sampling frequency and the type of information thatneeds to be delivered from the vibration sensor to the third partydevice. The problem with previous approaches are as follow:

-   -   Continuous wireless communication between two devices requires        significant amounts of power and will therefore limit system        operational lifetime or require a power source of a size that        will interfere with the use of the equipment. The power consumed        by electronics 123 scales with frequency and data bit rate.    -   Low-frequency sampling (<2 KHz) does not provide the signal        fidelity to identify events accurately.    -   Continuous high-frequency (>2 kHz) sampling and transmitting        requires significant amounts of power. The power usage scaling        with both frequency and data bit-rate.

To overcome these deficiencies our system can operate on the followingprinciples:

-   -   Low-frequency, low power, continuous sampling of sensors to        identify the occurrence of an event.    -   Optional buffering high-frequency data in response to the        identification of an event.    -   Real time or near-real time analysis of the event to identify        key parameters of the event.    -   Transmitting key parameters of an event over lower frequency,        highly efficient wireless communications.    -   Reconstructing the event at the third party device utilizing        transmitted key parameters to allow for data rich content.

As an example, low frequency response accelerometers can be monitored bymicrochip 42 in a low power mode where no transmission or high data ratesampling is happening. However, in response to a predetermined set ofevents captured by the accelerometer the system can identify that thebat is in motion and that the player is about to make contact with theball. Furthermore, the accelerometers can be used to identify if theplayer is merely tapping the bat on the ground, in which case datacapturing will not be initiated, or swinging it freely, in which casedata capture is enabled, as will be known to those skilled in the art.Microchip 42 will wake up and start to take and capture high frequencydata from sensors 113 for a pre-determined period. Code 43 willmanipulate and analyze the signals and determine information to betransmitted via wireless communication 44.

Alternatively, a comparator, a device well known to those skilled in theart, can monitor the output from sensors 113 over conductive traces 111.Comparators are ultra-low power devices that identify when thedifferential analog output between two traces is over a pre-determinedlimit. For instance, off-the shelf comparators such as the MAX9027 canmonitor two signals at 70 kHz while consuming 1 μA of power. Comparatorsthat operate at higher frequencies are available, but they consume morepower. Once the comparators identify this event, it sends a digitalsignal to microchip 42 to initiate the collection of data. The durationof the data collection event is determined by code 43.

The events that can be captured by microchip 42 are maximum vibrationamplitude, arrival time of vibration signal at specific sensor,frequency of vibration, duration of vibration, damping coefficient ofvibration and others as known to those skilled in the art. Thisinformation can then be translated into a number of useful bits ofinformation that can be transmitted to third party device 46. Thefollowing, not exhaustive list of parameters can be determined andcalculated via this process: the power of impact of a ball on bat;whether or not there was impact between equipment and ball or otherequipment; the location of impact between equipment; the type ofequipment being impacted; the speed of the equipment at impact; theposition of the equipment versus time; the flexing of equipment versustime etc.

The events described above is determined and accessed via code 43running on microchip 42. Microchip 42 also determines the key parametersof these events to share via wireless communication 44. Thus, the entireevent does not need to be transmitted between communication devices 44and 45, instead an abbreviated, information rich, low power transmissionwill indicate the type of event, the timing of the event and otheruseful parameters such as power and location. Instead of thousands andthousands of bits of data being transmitted, only essential data istransferred. This, in turn, will not only speed up communicationsbetween electronics 123 and third party device 46 but it will alsoconserve energy of the power source of electronics 123, therebyextending useful life of the entire device.

Briefly, FIG. 4 shows a basic process 400 for operating the sensorarrangement and associated electronic component(s). First, the sensorarrangement senses motion and/or contact between the equipment (e.g.bat) and another object (e.g. ball) in step 410. This is translated intoan event that triggers a switch from a low-power mode to a high-powermode in step 420. The vibrations that are propagated through the bat arethen detected and processed by the sensor arrangement and associatedelectronic components in step 430. These are converted into data thatare selectively transmitted to a receiver for further analysis in step440.

To illustrate the flexibility and usefulness of the above approach,refer to the vibration signal of FIGS. 5A and 5B. Trace 531 in FIG. 5Awas taken at a sample rate of 60 kHz and thus contains more than 650data points for the 1.1 ms duration of the event. A threshold value 520is set in the software to wake the recording system up when signal 531passes through it. The system can also be set to wake up in response toa threshold being crossed by additional sensors 40 in FIG. 3 like anaccelerometer. High speed data collection starts to record the data fromsensors 113 at 60 kHz including a small (100 point for example) bufferto ensure the beginning of the trace is captured. After a set time, thetrace stops recording and signal 531 is stored in memory. Simpleanalytical routines can pick the point 510 where the trace passes thoughthreshold 520, reaches its maximum 514 and minimum 513, where it passesthrough the average offset 512, 514 and 516 as well as its first maximumor minimum 511 and additional local maxima 517 and 518 and minima 519,521, 523 and 525. Then, using simple polynomial curve fitting, a highorder polynomial curve can be fitted though the identified points. Sincethese vibration traces tend to have similar shapes and curves, one canre-construct a pseudo curve 530 (FIG. 5B) by knowing only the order ofthe polynomial and the time and value stamps of each of the selectedpoints. Therefore, microchip 42 in FIG. 3 , running at a low data rateand conserving electrical energy, can wake up, record the data ofconcern, run analytics and pick areas of interest in the data. It needsa short burst of power to complete the entire exercise. Furthermore, bytransmitting only 12 data points instead of more than 650, wirelesscommunication device 44 also restricts power usage by utilizing lessthan 2% of the time that the transmitter has to be on. However, thirdparty device 46, with only 12 data points and the knowledge of the orderof the polynomial, can create pseudo curve 530 that contains almost allthe information of signal 531. This then enables the third party deviceto perform further analytics and analyses on pseudo curve 530 andcompare it to other corves and events as required. Anyone skilled in theart will appreciate the simplicity of this strategy and how this methodsaves electrical power versus continuous high frequency monitoring andtransmitting and how it removes the need for large scale data storage.

As an example of the utility of the above approach. Pseudo curves 530can be transmitted and reconstructed in short order from three or moresensors 113 on equipment 101. By comparing data points (510, 511, 512,514,515,516, 517, 518, 519, 521, 523 and 523 and pseudo curves 530 ofthe different sensors 113, triangulation can be utilized to determinethe location of impact that introduced the vibrations.

As a further example, the frequency of pseudo curve 530 can bedetermined by a simple FFT as know by those skilled in the art. This inturn can provide information on the type of impact, the stiffness of theequipment that was impacted and if there was any impact at all. Theutility of this information is best illustrated when applied to the gameof cricket where impacting the ball versus other pieces of equipmentlike a boot or pad will induce vibrations of distinctively differentamplitude, vibration and damping. Furthermore, aerodynamic forces canintroduce vibrations in the bat when the ball gets sufficiently close tothe bat without touching it. These vibrations manifest themselves assound in the atmosphere and can be misinterpreted as the ball touchingthe bat, leading to the erroneous dismissal of a batman if the ball iscaught. The system described here will be able to identify the frequencyof this aerodynamic induced vibration and will be able to distinguish itfrom when the ball actually makes contact with the bat.

The above example also serves as an illustration of why high>2 kHzsensing devices are required to identify and capture vibration trace 531in FIG. 5A. Since the entire duration of the event in trace 531 is onthe order of 1 ms, it should be clear to those skilled in the art that asystem sampling at 1 kHz will capture at most a single data point of theentire trace. If this single point happens to be points 512, 514, 516 or525, the system might mistake the event for ambient noise and will notregister the event. For a device that is utilized in umpiring decisionmaking in the game of cricket, for instance, this will be a fatal flawin the system and one that will render the device useless. As will beappreciated by those skilled in the art, a sampling of 2 kHz willincrease the chances of identifying the event by taking maximum twosamples during the 1 ms duration of the event. However, if the twotraces are below threshold event 520, the system might still mistake theevent as noise. Therefore, high-frequency data capture of 12 kHz orhigher is ideal for the identification of the event.

It should be clear that the system and method of the illustrativeembodiment provides an effective mechanism for providing vibrationmeasurements in connection with handheld and similar sporting equipmentthat is unobtrusive and doers not detract from the function oraesthetics of the equipment. Moreover, the sensor serves as a generallydesired indicia normally provided on such equipment. The data generatedby the sensor is useful and of sufficient accuracy to provide a widerange of useful analytic data for both real time monitoring orperformance and post-usage analysis.

The foregoing has been a detailed description of illustrativeembodiments of the method and apparatus. Various modifications andadditions can be made without departing from the spirit and scope ofthis method and apparatus. Features of each of the various embodimentsdescribed above may be combined with features of other describedembodiments as appropriate in order to provide a multiplicity of featurecombinations in associated new embodiments. Furthermore, while theforegoing describes a number of separate embodiments of the apparatusand method, what has been described herein is merely illustrative of theapplication of the principles. For example, locations to which thesensor can be applied are highly variable and multiple sensors can beapplied at various locations on the equipment and can work incoordination or discretely based upon controlling circuitry that selectsand/or combines signals in accordance with skill in the art. Likewise,the material of the equipment can be highly variable—e.g. wood, polymer,composite, metal or a combination thereof can be employed.

Furthermore, while the foregoing describes a number of separateembodiments of the apparatus and method, what has been described hereinis merely illustrative of the application of the principles. Forexample, as used herein the terms “process” and/or “processor” should betaken broadly to include a variety of electronic hardware and/orsoftware based functions and components (and can alternatively be termedfunctional “modules” or “elements”). Moreover, a depicted process orprocessor can be combined with other processes and/or processors ordivided into various sub-processes or processors. Such sub-processesand/or sub-processors can be variously combined according to embodimentsherein. Likewise, it is expressly contemplated that any function,process and/or processor herein can be implemented using electronichardware, software consisting of a non-transitory computer-readablemedium of program instructions, or a combination of hardware andsoftware. Additionally, as used herein various directional anddispositional terms such as “vertical”, “horizontal”, “up”, “down”,“bottom”, “top”, “side”, “front”, “rear”, “left”, “right”, and the like,are used only as relative conventions and not as absolutedirections/dispositions with respect to a fixed coordinate space, suchas the acting direction of gravity. Additionally, where the term“substantially” or “approximately” is employed with respect to a givenmeasurement, value or characteristic, it refers to a quantity that iswithin a normal operating range to achieve desired results, but thatincludes some variability due to inherent inaccuracy and error withinthe allowed tolerances of the system (e.g. 1-5 percent). Accordingly,this description is meant to be taken only by way of example, and not tootherwise limit the scope of this disclosure.

1. A system for reporting events of interest in a structure comprising:an apparatus configured to be securely adhered to a surface of thestructure; a flexible portion of the apparatus which conforms to a shapeof the surface of the structure; the flexible portion containing asensor to measure mechanical strain in the surface of the structure; theflexible portion further containing conductive traces to connect thesensor to electronics, the electronics to capture and buffer a signaloutput by the sensor; a computational element to analyze the capturedsignal into a polynomial representing an event of interest; a wirelesscommunication element to transmit the event of interest.
 2. The systemof claim 1 where the computational element further derives one or moreparameters of concern from one or more events of interest andselectively communicates a subset of the one or more events of interestthat satisfy the one or more parameters of concern.
 3. The system ofclaim 2 where selective communication is used to save power.
 4. Thesystem of claim 1 where the polynomial is transmitted in addition to thesubset of the one or more events of interest.
 5. The system of claim 1where the captured signal is transmitted in addition to the subset ofthe one or more events of interest.
 6. The system of claim 1 wherein theelectronics comprise additional sensors; the signal from the additionalsensors being transmitted in addition to the subset of the one or moreevents of interest.
 7. The system of claim 1 wherein the electronicscomprise additional sensors; the signal from the additional sensorsbeing incorporated into the analysis of the polynomial; therepresentative polynomial influencing an output of the one or moreevents of interest.
 8. The system of claim 1 which communicates to areceiving apparatus; the receiving apparatus containing a computationalelement; the computational element capable of reproducing the events ofinterest from the communication.
 9. The system of claim 1 where aportion of the analysis of the captured signal into a polynomialrepresenting events of interest is performed by the receiving apparatus.10. The system of claim 2 where the parameters of concern are computedby the receiving apparatus.
 11. The system of claim 1 which includes apower source.
 12. The system of claim 1, wherein the power source isre-charged via one or more of: wireless inductive charging, solarcharging, vibration energy harvesting, or wired connection.
 13. Thesystem of claim 2 where the parameters of concern are binary.
 14. Thesystem of claim 2 where the parameters of concern are scalars.
 15. Thesystem of claim 2, wherein the electronics further comprise: storagememory to store one or more of the captured signals, the polynomials,the events of interest and the parameters of concern.
 16. The system ofclaim 15 where the communication element transmits contents of thestorage memory.
 17. The system of claim 1 where the flexible portioncomprises the sensors co-encapsulated with the electronics.
 18. Thesystem of claim 1 wherein a communicated output is synchronized withsignals from an additional sensing apparatus.
 19. The system of claim18, wherein the sensing apparatus comprises an optical sensor.
 20. Thesystem of claim 1, further comprising the placement of decorativeartwork to cover the apparatus adhered to the surface of the structure.